Analytics Workflow

Scope: Product and user behavior analytics — what users do in your product and why. For infrastructure metrics (latency, error rate, CPU), see the observability skill.

When to Activate

• Adding event tracking to a new feature
• Designing an analytics event taxonomy from scratch
• Integrating Segment, PostHog, Mixpanel, Amplitude, or GA4
• Building a funnel, retention, or cohort analysis
• Creating a product dashboard (DAU, activation, conversion)
• Setting up an analytics data pipeline (warehouse → BI tool)
• Answering "are users actually using X?"

Event Taxonomy Design